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传 DeepSeek Pro 训练因缺少多模态 token 出现模型坍塌

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有人爆料 DeepSeek 上次 Pro 训练崩了,锅可能是缺多模态数据,官方还没证实,看看怎么说。

一条 X 帖子称 DeepSeek 并非多模态模型,原因是上次 Pro 训练中出现了 model collapse,归因于训练数据中缺少多模态 token。发帖人认为这一诊断若属实,说明 DeepSeek 可以从更早的 checkpoint 恢复训练,补上多模态数据后仍有提升空间。目前该说法未获 DeepSeek 官方确认。

原文 · Teortaxes

> It's not multimodal, as DeepSeek experienced model collapse during the last "Pro" training run, which was attributed to a lack of mm tokens devastating if true That said, if the diagnosis is correct, they can resume from earlier checkpoint, and this suggests it has room to grow